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Title:

ENHANCE: Multilevel Heterogeneous Performance-Aware Re-Partitioning Algorithm For Microscopic Vehicle Trafic Simulation

Document type:
Zeitschriftenaufsatz
Author(s):
Anibal Siguenza-Torres, Alexander Wieder, Zhuoxiao Meng, Santiago Narvaez Rivas, Mingyue Gao, Margherita Grossi, Xiaorui Du, Stefano Bortoli, Wentong Cai, and Alois Knoll
Abstract:
Driven by our work on a large-scale distributed microscopic road traffic simulator, we present ENHANCE, a novel re-partitioning approach that allows incorporating fine-grained simulator-specific cost models into the partitioning process to account for the actual performance characteristics of the simulator. The use of explicit cost models enables partitioning for heterogeneous resources, which are a common occurrence in cloud deployments. Importantly, ENHANCE can be used in conjunction with othe...     »
Journal title:
ACM Transactions on Modeling and Computer Simulation
Year:
2024
Fulltext / DOI:
doi:10.1145/3670401
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